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An Introduction to Generalized Linear Models

✍ Scribed by Annette J. Dobson (auth.)

Publisher: Springer US
Year: 1990
Tongue: English
Leaves: 184
Category: Library

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✦ Table of Contents

Content:
Front Matter....Pages i-x
Introduction....Pages 1-9
Model fitting....Pages 10-25
Exponential family of distributions and generalized linear models....Pages 26-35
Estimation....Pages 36-48
Inference....Pages 49-67
Multiple regression....Pages 68-83
Analysis of variance and covariance....Pages 84-103
Binary variables and logistic regression....Pages 104-122
Contingency tables and log-linear models....Pages 123-141
Back Matter....Pages 142-174

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